An Improved Robust Principal Component Analysis Model for Anomalies Detection of Subway Passenger Flow

Figure 7

Anomaly events (labeled with ellipse). Red points mean traffic flow increasing and blue points mean traffic flow declining. We normalize anomaly to get and values of denotes deviation from the expectation.

(a) Events in Aug. 23

(b) Event in Aug. 19

(c) Event in Aug. 20